Overview
Brought to you by YData
Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 201 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 196.8 KiB |
| Average record size in memory | 1002.5 B |
Variable types
| Numeric | 11 |
|---|---|
| Text | 2 |
| Categorical | 13 |
aspiration is highly overall correlated with bore and 4 other fields | High correlation |
body-style is highly overall correlated with height and 1 other fields | High correlation |
bore is highly overall correlated with aspiration and 14 other fields | High correlation |
city-mpg is highly overall correlated with bore and 6 other fields | High correlation |
compression-ratio is highly overall correlated with aspiration and 6 other fields | High correlation |
curb-weight is highly overall correlated with city-mpg and 7 other fields | High correlation |
drive-wheels is highly overall correlated with make and 1 other fields | High correlation |
engine-location is highly overall correlated with bore and 5 other fields | High correlation |
engine-size is highly overall correlated with bore and 13 other fields | High correlation |
engine-type is highly overall correlated with bore and 5 other fields | High correlation |
fuel-system is highly overall correlated with aspiration and 5 other fields | High correlation |
fuel-type is highly overall correlated with bore and 4 other fields | High correlation |
height is highly overall correlated with body-style and 5 other fields | High correlation |
highway-mpg is highly overall correlated with city-mpg and 7 other fields | High correlation |
length is highly overall correlated with bore and 9 other fields | High correlation |
make is highly overall correlated with bore and 11 other fields | High correlation |
num-of-cylinders is highly overall correlated with bore and 7 other fields | High correlation |
num-of-doors is highly overall correlated with body-style | High correlation |
peak-rpm is highly overall correlated with aspiration and 8 other fields | High correlation |
price is highly overall correlated with city-mpg and 6 other fields | High correlation |
stroke is highly overall correlated with aspiration and 15 other fields | High correlation |
symboling is highly overall correlated with height and 1 other fields | High correlation |
wheel-base is highly overall correlated with bore and 11 other fields | High correlation |
width is highly overall correlated with city-mpg and 9 other fields | High correlation |
fuel-type is highly imbalanced (53.3%) | Imbalance |
engine-location is highly imbalanced (88.8%) | Imbalance |
num-of-cylinders is highly imbalanced (58.6%) | Imbalance |
symboling has 65 (32.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-01 22:52:51.864460 |
|---|---|
| Analysis finished | 2025-02-01 22:53:12.256537 |
| Duration | 20.39 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
symboling
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.84079602 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 65 |
| Zeros (%) | 32.3% |
| Negative | 25 |
| Negative (%) | 12.4% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2548017 |
|---|---|
| Coefficient of variation (CV) | 1.4923973 |
| Kurtosis | -0.70717762 |
| Mean | 0.84079602 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.19737036 |
| Sum | 169 |
| Variance | 1.5745274 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 52 | |
| 2 | 32 | |
| 3 | 27 | |
| -1 | 22 | 10.9% |
| -2 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.5% |
| -1 | 22 | 10.9% |
| 0 | 65 | |
| 1 | 52 | |
| 2 | 32 | |
| 3 | 27 |
| Value | Count | Frequency (%) |
| 3 | 27 | |
| 2 | 32 | |
| 1 | 52 | |
| 0 | 65 | |
| -1 | 22 | 10.9% |
| -2 | 3 | 1.5% |
| Distinct | 52 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.3830846 |
| Min length | 1 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 5.0% |
Sample
| 1st row | ? |
|---|---|
| 2nd row | ? |
| 3rd row | ? |
| 4th row | 164 |
| 5th row | 164 |
| Value | Count | Frequency (%) |
| 37 | 18.4% | |
| 161 | 11 | 5.5% |
| 91 | 8 | 4.0% |
| 150 | 7 | 3.5% |
| 134 | 6 | 3.0% |
| 128 | 6 | 3.0% |
| 104 | 6 | 3.0% |
| 74 | 5 | 2.5% |
| 95 | 5 | 2.5% |
| 103 | 5 | 2.5% |
| Other values (42) | 105 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 8 | 44 | 9.2% |
| 5 | 38 | 7.9% |
| ? | 37 | 7.7% |
| 9 | 36 | 7.5% |
| 0 | 36 | 7.5% |
| 4 | 36 | 7.5% |
| 2 | 30 | 6.3% |
| 6 | 29 | 6.1% |
| 3 | 26 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 479 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 8 | 44 | 9.2% |
| 5 | 38 | 7.9% |
| ? | 37 | 7.7% |
| 9 | 36 | 7.5% |
| 0 | 36 | 7.5% |
| 4 | 36 | 7.5% |
| 2 | 30 | 6.3% |
| 6 | 29 | 6.1% |
| 3 | 26 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 479 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 8 | 44 | 9.2% |
| 5 | 38 | 7.9% |
| ? | 37 | 7.7% |
| 9 | 36 | 7.5% |
| 0 | 36 | 7.5% |
| 4 | 36 | 7.5% |
| 2 | 30 | 6.3% |
| 6 | 29 | 6.1% |
| 3 | 26 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 479 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 8 | 44 | 9.2% |
| 5 | 38 | 7.9% |
| ? | 37 | 7.7% |
| 9 | 36 | 7.5% |
| 0 | 36 | 7.5% |
| 4 | 36 | 7.5% |
| 2 | 30 | 6.3% |
| 6 | 29 | 6.1% |
| 3 | 26 | 5.4% |
make
Categorical
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.6 KiB |
| toyota | |
|---|---|
| nissan | |
| mazda | |
| mitsubishi | |
| honda | |
| Other values (17) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.5024876 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
Common Values
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 9.0% |
| mazda | 17 | 8.5% |
| mitsubishi | 13 | 6.5% |
| honda | 13 | 6.5% |
| volkswagen | 12 | 6.0% |
| subaru | 12 | 6.0% |
| peugot | 11 | 5.5% |
| volvo | 11 | 5.5% |
| dodge | 9 | 4.5% |
| Other values (12) | 53 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 9.0% |
| mazda | 17 | 8.5% |
| mitsubishi | 13 | 6.5% |
| honda | 13 | 6.5% |
| volkswagen | 12 | 6.0% |
| subaru | 12 | 6.0% |
| peugot | 11 | 5.5% |
| volvo | 11 | 5.5% |
| dodge | 9 | 4.5% |
| Other values (12) | 53 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| n | 71 | 5.4% |
| u | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1307 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| n | 71 | 5.4% |
| u | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1307 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| n | 71 | 5.4% |
| u | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1307 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| n | 71 | 5.4% |
| u | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
fuel-type
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.0 KiB |
| gas | |
|---|---|
| diesel |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.2985075 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | gas |
|---|---|
| 2nd row | gas |
| 3rd row | gas |
| 4th row | gas |
| 5th row | gas |
Common Values
| Value | Count | Frequency (%) |
| gas | 181 | |
| diesel | 20 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| gas | 181 | |
| diesel | 20 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 201 | |
| g | 181 | |
| a | 181 | |
| e | 40 | 6.0% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 663 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 201 | |
| g | 181 | |
| a | 181 | |
| e | 40 | 6.0% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 663 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 201 | |
| g | 181 | |
| a | 181 | |
| e | 40 | 6.0% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 663 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 201 | |
| g | 181 | |
| a | 181 | |
| e | 40 | 6.0% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
aspiration
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.0 KiB |
| std | |
|---|---|
| turbo |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.358209 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | std |
|---|---|
| 2nd row | std |
| 3rd row | std |
| 4th row | std |
| 5th row | std |
Common Values
| Value | Count | Frequency (%) |
| std | 165 | |
| turbo | 36 | 17.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| std | 165 | |
| turbo | 36 | 17.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 675 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 675 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 675 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
num-of-doors
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.0 KiB |
| four | |
|---|---|
| two | |
| ? | 2 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5422886 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | two |
|---|---|
| 2nd row | two |
| 3rd row | two |
| 4th row | four |
| 5th row | four |
Common Values
| Value | Count | Frequency (%) |
| four | 113 | |
| two | 86 | |
| ? | 2 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 113 | |
| two | 86 | |
| 2 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 199 | |
| f | 113 | |
| u | 113 | |
| r | 113 | |
| t | 86 | |
| w | 86 | |
| ? | 2 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 712 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 199 | |
| f | 113 | |
| u | 113 | |
| r | 113 | |
| t | 86 | |
| w | 86 | |
| ? | 2 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 712 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 199 | |
| f | 113 | |
| u | 113 | |
| r | 113 | |
| t | 86 | |
| w | 86 | |
| ? | 2 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 712 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 199 | |
| f | 113 | |
| u | 113 | |
| r | 113 | |
| t | 86 | |
| w | 86 | |
| ? | 2 | 0.3% |
body-style
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.6 KiB |
| sedan | |
|---|---|
| hatchback | |
| wagon | |
| hardtop | 8 |
| convertible | 6 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 6.6119403 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | hatchback |
| 4th row | sedan |
| 5th row | sedan |
Common Values
| Value | Count | Frequency (%) |
| sedan | 94 | |
| hatchback | 68 | |
| wagon | 25 | 12.4% |
| hardtop | 8 | 4.0% |
| convertible | 6 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sedan | 94 | |
| hatchback | 68 | |
| wagon | 25 | 12.4% |
| hardtop | 8 | 4.0% |
| convertible | 6 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1329 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1329 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1329 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
drive-wheels
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
| fwd | |
|---|---|
| rwd | |
| 4wd | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rwd |
|---|---|
| 2nd row | rwd |
| 3rd row | rwd |
| 4th row | fwd |
| 5th row | 4wd |
Common Values
| Value | Count | Frequency (%) |
| fwd | 118 | |
| rwd | 75 | |
| 4wd | 8 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fwd | 118 | |
| rwd | 75 | |
| 4wd | 8 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 603 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 603 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 603 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
engine-location
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.3 KiB |
| front | |
|---|---|
| rear | 3 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9850746 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | front |
|---|---|
| 2nd row | front |
| 3rd row | front |
| 4th row | front |
| 5th row | front |
Common Values
| Value | Count | Frequency (%) |
| front | 198 | |
| rear | 3 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| front | 198 | |
| rear | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1002 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1002 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1002 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
wheel-base
Real number (ℝ)
High correlation
| Distinct | 52 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.797015 |
| Minimum | 86.6 |
|---|---|
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 86.6 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 102.4 |
| 95-th percentile | 110 |
| Maximum | 120.9 |
| Range | 34.3 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 6.0663656 |
|---|---|
| Coefficient of variation (CV) | 0.061402316 |
| Kurtosis | 0.9484451 |
| Mean | 98.797015 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 1.0312614 |
| Sum | 19858.2 |
| Variance | 36.800791 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 93.7 | 20 | 10.0% |
| 94.5 | 19 | 9.5% |
| 95.7 | 13 | 6.5% |
| 96.5 | 8 | 4.0% |
| 97.3 | 7 | 3.5% |
| 100.4 | 6 | 3.0% |
| 107.9 | 6 | 3.0% |
| 99.1 | 6 | 3.0% |
| 98.8 | 6 | 3.0% |
| 98.4 | 6 | 3.0% |
| Other values (42) | 104 |
| Value | Count | Frequency (%) |
| 86.6 | 2 | 1.0% |
| 88.4 | 1 | 0.5% |
| 88.6 | 2 | 1.0% |
| 89.5 | 3 | 1.5% |
| 91.3 | 2 | 1.0% |
| 93 | 1 | 0.5% |
| 93.1 | 5 | 2.5% |
| 93.3 | 1 | 0.5% |
| 93.7 | 20 | |
| 94.3 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 120.9 | 1 | 0.5% |
| 115.6 | 2 | 1.0% |
| 114.2 | 4 | |
| 113 | 2 | 1.0% |
| 112 | 1 | 0.5% |
| 110 | 3 | |
| 109.1 | 5 | |
| 108 | 1 | 0.5% |
| 107.9 | 6 | |
| 106.7 | 1 | 0.5% |
length
Real number (ℝ)
High correlation
| Distinct | 73 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.201 |
| Minimum | 141.1 |
|---|---|
| Maximum | 208.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 141.1 |
|---|---|
| 5-th percentile | 157.3 |
| Q1 | 166.8 |
| median | 173.2 |
| Q3 | 183.5 |
| 95-th percentile | 197 |
| Maximum | 208.1 |
| Range | 67 |
| Interquartile range (IQR) | 16.7 |
Descriptive statistics
| Standard deviation | 12.322175 |
|---|---|
| Coefficient of variation (CV) | 0.070735389 |
| Kurtosis | -0.065191628 |
| Mean | 174.201 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | 0.15444635 |
| Sum | 35014.4 |
| Variance | 151.836 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 157.3 | 15 | 7.5% |
| 188.8 | 11 | 5.5% |
| 171.7 | 7 | 3.5% |
| 186.7 | 7 | 3.5% |
| 166.3 | 7 | 3.5% |
| 165.3 | 6 | 3.0% |
| 177.8 | 6 | 3.0% |
| 176.2 | 6 | 3.0% |
| 186.6 | 6 | 3.0% |
| 172 | 5 | 2.5% |
| Other values (63) | 125 |
| Value | Count | Frequency (%) |
| 141.1 | 1 | 0.5% |
| 144.6 | 2 | 1.0% |
| 150 | 3 | 1.5% |
| 155.9 | 1 | 0.5% |
| 156.9 | 1 | 0.5% |
| 157.1 | 1 | 0.5% |
| 157.3 | 15 | |
| 157.9 | 1 | 0.5% |
| 158.7 | 3 | 1.5% |
| 158.8 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 208.1 | 1 | 0.5% |
| 202.6 | 2 | |
| 199.6 | 2 | |
| 199.2 | 1 | 0.5% |
| 198.9 | 4 | |
| 197 | 1 | 0.5% |
| 193.8 | 1 | 0.5% |
| 192.7 | 3 | |
| 191.7 | 1 | 0.5% |
| 190.9 | 2 |
width
Real number (ℝ)
High correlation
| Distinct | 43 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.889055 |
| Minimum | 60.3 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 60.3 |
|---|---|
| 5-th percentile | 63.6 |
| Q1 | 64.1 |
| median | 65.5 |
| Q3 | 66.6 |
| 95-th percentile | 70.3 |
| Maximum | 72 |
| Range | 11.7 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 2.1014708 |
|---|---|
| Coefficient of variation (CV) | 0.031894081 |
| Kurtosis | 0.67865517 |
| Mean | 65.889055 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.87502904 |
| Sum | 13243.7 |
| Variance | 4.4161796 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 63.8 | 24 | 11.9% |
| 66.5 | 23 | 11.4% |
| 65.4 | 15 | 7.5% |
| 68.4 | 10 | 5.0% |
| 64.4 | 10 | 5.0% |
| 63.6 | 9 | 4.5% |
| 64 | 9 | 4.5% |
| 65.5 | 8 | 4.0% |
| 65.2 | 7 | 3.5% |
| 65.6 | 6 | 3.0% |
| Other values (33) | 80 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | 0.5% |
| 61.8 | 1 | 0.5% |
| 62.5 | 1 | 0.5% |
| 63.4 | 1 | 0.5% |
| 63.6 | 9 | 4.5% |
| 63.8 | 24 | |
| 63.9 | 3 | 1.5% |
| 64 | 9 | 4.5% |
| 64.1 | 2 | 1.0% |
| 64.2 | 6 | 3.0% |
| Value | Count | Frequency (%) |
| 72 | 1 | 0.5% |
| 71.7 | 3 | |
| 71.4 | 3 | |
| 70.9 | 1 | 0.5% |
| 70.6 | 1 | 0.5% |
| 70.5 | 1 | 0.5% |
| 70.3 | 3 | |
| 69.6 | 2 | |
| 68.9 | 4 | |
| 68.8 | 1 | 0.5% |
height
Real number (ℝ)
High correlation
| Distinct | 49 |
|---|---|
| Distinct (%) | 24.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.766667 |
| Minimum | 47.8 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 47.8 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 52 |
| median | 54.1 |
| Q3 | 55.5 |
| 95-th percentile | 57.5 |
| Maximum | 59.8 |
| Range | 12 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.4478222 |
|---|---|
| Coefficient of variation (CV) | 0.045526761 |
| Kurtosis | -0.43290815 |
| Mean | 53.766667 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.029173299 |
| Sum | 10807.1 |
| Variance | 5.9918333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 50.8 | 14 | 7.0% |
| 55.7 | 12 | 6.0% |
| 54.1 | 10 | 5.0% |
| 54.5 | 10 | 5.0% |
| 55.5 | 9 | 4.5% |
| 52 | 9 | 4.5% |
| 56.7 | 8 | 4.0% |
| 54.3 | 8 | 4.0% |
| 52.6 | 7 | 3.5% |
| 56.1 | 7 | 3.5% |
| Other values (39) | 107 |
| Value | Count | Frequency (%) |
| 47.8 | 1 | 0.5% |
| 48.8 | 2 | 1.0% |
| 49.4 | 2 | 1.0% |
| 49.6 | 4 | 2.0% |
| 49.7 | 3 | 1.5% |
| 50.2 | 6 | |
| 50.5 | 1 | 0.5% |
| 50.6 | 5 | 2.5% |
| 50.8 | 14 | |
| 51 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 59.8 | 2 | 1.0% |
| 59.1 | 3 | 1.5% |
| 58.7 | 4 | |
| 58.3 | 1 | 0.5% |
| 57.5 | 3 | 1.5% |
| 56.7 | 8 | |
| 56.5 | 2 | 1.0% |
| 56.3 | 2 | 1.0% |
| 56.2 | 3 | 1.5% |
| 56.1 | 7 |
curb-weight
Real number (ℝ)
High correlation
| Distinct | 169 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2555.6667 |
| Minimum | 1488 |
|---|---|
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1905 |
| Q1 | 2169 |
| median | 2414 |
| Q3 | 2926 |
| 95-th percentile | 3505 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range (IQR) | 757 |
Descriptive statistics
| Standard deviation | 517.29673 |
|---|---|
| Coefficient of variation (CV) | 0.20241166 |
| Kurtosis | 0.034915576 |
| Mean | 2555.6667 |
| Median Absolute Deviation (MAD) | 377 |
| Skewness | 0.70580359 |
| Sum | 513689 |
| Variance | 267595.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2385 | 4 | 2.0% |
| 1918 | 3 | 1.5% |
| 2275 | 3 | 1.5% |
| 1989 | 3 | 1.5% |
| 2579 | 2 | 1.0% |
| 2403 | 2 | 1.0% |
| 2290 | 2 | 1.0% |
| 2145 | 2 | 1.0% |
| 2756 | 2 | 1.0% |
| 3139 | 2 | 1.0% |
| Other values (159) | 176 |
| Value | Count | Frequency (%) |
| 1488 | 1 | |
| 1713 | 1 | |
| 1819 | 1 | |
| 1837 | 1 | |
| 1874 | 1 | |
| 1876 | 2 | |
| 1889 | 1 | |
| 1890 | 1 | |
| 1900 | 1 | |
| 1905 | 1 |
| Value | Count | Frequency (%) |
| 4066 | 2 | |
| 3950 | 1 | |
| 3900 | 1 | |
| 3770 | 1 | |
| 3750 | 1 | |
| 3740 | 1 | |
| 3715 | 1 | |
| 3685 | 1 | |
| 3515 | 1 | |
| 3505 | 1 |
engine-type
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
| ohc | |
|---|---|
| ohcf | |
| ohcv | 13 |
| dohc | 12 |
| l | 12 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.119403 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
Common Values
| Value | Count | Frequency (%) |
| ohc | 145 | |
| ohcf | 15 | 7.5% |
| ohcv | 13 | 6.5% |
| dohc | 12 | 6.0% |
| l | 12 | 6.0% |
| rotor | 4 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ohc | 145 | |
| ohcf | 15 | 7.5% |
| ohcv | 13 | 6.5% |
| dohc | 12 | 6.0% |
| l | 12 | 6.0% |
| rotor | 4 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 627 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 627 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 627 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
num-of-cylinders
Categorical
High correlation Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
| four | |
|---|---|
| six | |
| five | 10 |
| two | 4 |
| eight | 4 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.8955224 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
Common Values
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.9% |
| five | 10 | 5.0% |
| two | 4 | 2.0% |
| eight | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.9% |
| five | 10 | 5.0% |
| two | 4 | 2.0% |
| eight | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
engine-size
Real number (ℝ)
High correlation
| Distinct | 43 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.87562 |
| Minimum | 61 |
|---|---|
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 98 |
| median | 120 |
| Q3 | 141 |
| 95-th percentile | 194 |
| Maximum | 326 |
| Range | 265 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 41.546834 |
|---|---|
| Coefficient of variation (CV) | 0.32746113 |
| Kurtosis | 5.4974908 |
| Mean | 126.87562 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 1.9791442 |
| Sum | 25502 |
| Variance | 1726.1395 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 122 | 15 | 7.5% |
| 92 | 15 | 7.5% |
| 98 | 14 | 7.0% |
| 97 | 14 | 7.0% |
| 108 | 13 | 6.5% |
| 110 | 12 | 6.0% |
| 90 | 10 | 5.0% |
| 109 | 8 | 4.0% |
| 141 | 7 | 3.5% |
| 120 | 7 | 3.5% |
| Other values (33) | 86 |
| Value | Count | Frequency (%) |
| 61 | 1 | 0.5% |
| 70 | 3 | 1.5% |
| 79 | 1 | 0.5% |
| 80 | 1 | 0.5% |
| 90 | 10 | |
| 91 | 5 | 2.5% |
| 92 | 15 | |
| 97 | 14 | |
| 98 | 14 | |
| 103 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 326 | 1 | 0.5% |
| 308 | 1 | 0.5% |
| 304 | 1 | 0.5% |
| 258 | 2 | 1.0% |
| 234 | 2 | 1.0% |
| 209 | 3 | |
| 194 | 3 | |
| 183 | 4 | |
| 181 | 6 | |
| 173 | 1 | 0.5% |
fuel-system
Categorical
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| 1bbl | |
| spdi | 9 |
| Other values (3) | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.8955224 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
Common Values
| Value | Count | Frequency (%) |
| mpfi | 92 | |
| 2bbl | 64 | |
| idi | 20 | 10.0% |
| 1bbl | 11 | 5.5% |
| spdi | 9 | 4.5% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mpfi | 92 | |
| 2bbl | 64 | |
| idi | 20 | 10.0% |
| 1bbl | 11 | 5.5% |
| spdi | 9 | 4.5% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 783 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
bore
Categorical
High correlation
| Distinct | 39 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
| 3.62 | |
|---|---|
| 3.19 | |
| 3.15 | |
| 2.97 | 12 |
| 3.03 | 10 |
| Other values (34) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9402985 |
| Min length | 1 |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 5.5% |
Sample
| 1st row | 3.47 |
|---|---|
| 2nd row | 3.47 |
| 3rd row | 2.68 |
| 4th row | 3.19 |
| 5th row | 3.19 |
Common Values
| Value | Count | Frequency (%) |
| 3.62 | 23 | 11.4% |
| 3.19 | 20 | 10.0% |
| 3.15 | 15 | 7.5% |
| 2.97 | 12 | 6.0% |
| 3.03 | 10 | 5.0% |
| 3.46 | 9 | 4.5% |
| 3.31 | 8 | 4.0% |
| 3.78 | 8 | 4.0% |
| 3.43 | 8 | 4.0% |
| 2.91 | 7 | 3.5% |
| Other values (29) | 81 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 3.62 | 23 | 11.4% |
| 3.19 | 20 | 10.0% |
| 3.15 | 15 | 7.5% |
| 2.97 | 12 | 6.0% |
| 3.03 | 10 | 5.0% |
| 3.46 | 9 | 4.5% |
| 3.31 | 8 | 4.0% |
| 3.78 | 8 | 4.0% |
| 3.43 | 8 | 4.0% |
| 3.27 | 7 | 3.5% |
| Other values (29) | 81 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 218 | |
| . | 197 | |
| 1 | 60 | 7.6% |
| 2 | 56 | 7.1% |
| 9 | 52 | 6.6% |
| 5 | 43 | 5.4% |
| 7 | 41 | 5.2% |
| 6 | 38 | 4.8% |
| 4 | 33 | 4.2% |
| 0 | 32 | 4.0% |
| Other values (2) | 22 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 792 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 218 | |
| . | 197 | |
| 1 | 60 | 7.6% |
| 2 | 56 | 7.1% |
| 9 | 52 | 6.6% |
| 5 | 43 | 5.4% |
| 7 | 41 | 5.2% |
| 6 | 38 | 4.8% |
| 4 | 33 | 4.2% |
| 0 | 32 | 4.0% |
| Other values (2) | 22 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 792 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 218 | |
| . | 197 | |
| 1 | 60 | 7.6% |
| 2 | 56 | 7.1% |
| 9 | 52 | 6.6% |
| 5 | 43 | 5.4% |
| 7 | 41 | 5.2% |
| 6 | 38 | 4.8% |
| 4 | 33 | 4.2% |
| 0 | 32 | 4.0% |
| Other values (2) | 22 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 792 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 218 | |
| . | 197 | |
| 1 | 60 | 7.6% |
| 2 | 56 | 7.1% |
| 9 | 52 | 6.6% |
| 5 | 43 | 5.4% |
| 7 | 41 | 5.2% |
| 6 | 38 | 4.8% |
| 4 | 33 | 4.2% |
| 0 | 32 | 4.0% |
| Other values (2) | 22 | 2.8% |
stroke
Categorical
High correlation
| Distinct | 37 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
| 3.40 | |
|---|---|
| 3.03 | |
| 3.23 | |
| 3.15 | |
| 3.39 | |
| Other values (32) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9402985 |
| Min length | 1 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 3.5% |
Sample
| 1st row | 2.68 |
|---|---|
| 2nd row | 2.68 |
| 3rd row | 3.47 |
| 4th row | 3.40 |
| 5th row | 3.40 |
Common Values
| Value | Count | Frequency (%) |
| 3.40 | 19 | 9.5% |
| 3.03 | 14 | 7.0% |
| 3.23 | 14 | 7.0% |
| 3.15 | 14 | 7.0% |
| 3.39 | 13 | 6.5% |
| 2.64 | 11 | 5.5% |
| 3.29 | 9 | 4.5% |
| 3.35 | 9 | 4.5% |
| 3.46 | 8 | 4.0% |
| 3.19 | 6 | 3.0% |
| Other values (27) | 84 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 3.40 | 19 | 9.5% |
| 3.15 | 14 | 7.0% |
| 3.03 | 14 | 7.0% |
| 3.23 | 14 | 7.0% |
| 3.39 | 13 | 6.5% |
| 2.64 | 11 | 5.5% |
| 3.29 | 9 | 4.5% |
| 3.35 | 9 | 4.5% |
| 3.46 | 8 | 4.0% |
| 3.41 | 6 | 3.0% |
| Other values (27) | 84 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 222 | |
| . | 197 | |
| 2 | 60 | 7.6% |
| 4 | 59 | 7.4% |
| 0 | 58 | 7.3% |
| 5 | 44 | 5.6% |
| 1 | 41 | 5.2% |
| 9 | 36 | 4.5% |
| 6 | 33 | 4.2% |
| 7 | 21 | 2.7% |
| Other values (2) | 21 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 792 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 222 | |
| . | 197 | |
| 2 | 60 | 7.6% |
| 4 | 59 | 7.4% |
| 0 | 58 | 7.3% |
| 5 | 44 | 5.6% |
| 1 | 41 | 5.2% |
| 9 | 36 | 4.5% |
| 6 | 33 | 4.2% |
| 7 | 21 | 2.7% |
| Other values (2) | 21 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 792 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 222 | |
| . | 197 | |
| 2 | 60 | 7.6% |
| 4 | 59 | 7.4% |
| 0 | 58 | 7.3% |
| 5 | 44 | 5.6% |
| 1 | 41 | 5.2% |
| 9 | 36 | 4.5% |
| 6 | 33 | 4.2% |
| 7 | 21 | 2.7% |
| Other values (2) | 21 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 792 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 222 | |
| . | 197 | |
| 2 | 60 | 7.6% |
| 4 | 59 | 7.4% |
| 0 | 58 | 7.3% |
| 5 | 44 | 5.6% |
| 1 | 41 | 5.2% |
| 9 | 36 | 4.5% |
| 6 | 33 | 4.2% |
| 7 | 21 | 2.7% |
| Other values (2) | 21 | 2.7% |
compression-ratio
Real number (ℝ)
High correlation
| Distinct | 32 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.164279 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.6 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.9 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 4.0049655 |
|---|---|
| Coefficient of variation (CV) | 0.39402358 |
| Kurtosis | 5.0688725 |
| Mean | 10.164279 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.5844624 |
| Sum | 2043.02 |
| Variance | 16.039749 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 9 | 46 | |
| 9.4 | 26 | |
| 8.5 | 14 | 7.0% |
| 9.5 | 13 | 6.5% |
| 9.3 | 11 | 5.5% |
| 8.7 | 9 | 4.5% |
| 8 | 8 | 4.0% |
| 9.2 | 8 | 4.0% |
| 7 | 6 | 3.0% |
| 8.6 | 5 | 2.5% |
| Other values (22) | 55 |
| Value | Count | Frequency (%) |
| 7 | 6 | |
| 7.5 | 5 | 2.5% |
| 7.6 | 4 | 2.0% |
| 7.7 | 2 | 1.0% |
| 7.8 | 1 | 0.5% |
| 8 | 8 | |
| 8.1 | 2 | 1.0% |
| 8.3 | 3 | 1.5% |
| 8.4 | 5 | 2.5% |
| 8.5 | 14 |
| Value | Count | Frequency (%) |
| 23 | 5 | |
| 22.7 | 1 | 0.5% |
| 22.5 | 3 | |
| 22 | 1 | 0.5% |
| 21.9 | 1 | 0.5% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.5% |
| 10.1 | 1 | 0.5% |
| 10 | 2 | 1.0% |
horsepower
Text
| Distinct | 59 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.8 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.4477612 |
| Min length | 1 |
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 9.5% |
Sample
| 1st row | 111 |
|---|---|
| 2nd row | 111 |
| 3rd row | 154 |
| 4th row | 102 |
| 5th row | 115 |
| Value | Count | Frequency (%) |
| 68 | 19 | 9.5% |
| 69 | 10 | 5.0% |
| 70 | 9 | 4.5% |
| 116 | 9 | 4.5% |
| 110 | 8 | 4.0% |
| 95 | 7 | 3.5% |
| 101 | 6 | 3.0% |
| 114 | 6 | 3.0% |
| 62 | 6 | 3.0% |
| 88 | 6 | 3.0% |
| Other values (49) | 115 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 132 | |
| 6 | 72 | |
| 8 | 56 | |
| 0 | 49 | 10.0% |
| 2 | 48 | 9.8% |
| 5 | 35 | 7.1% |
| 9 | 31 | 6.3% |
| 7 | 30 | 6.1% |
| 4 | 27 | 5.5% |
| 3 | 10 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 492 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 132 | |
| 6 | 72 | |
| 8 | 56 | |
| 0 | 49 | 10.0% |
| 2 | 48 | 9.8% |
| 5 | 35 | 7.1% |
| 9 | 31 | 6.3% |
| 7 | 30 | 6.1% |
| 4 | 27 | 5.5% |
| 3 | 10 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 492 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 132 | |
| 6 | 72 | |
| 8 | 56 | |
| 0 | 49 | 10.0% |
| 2 | 48 | 9.8% |
| 5 | 35 | 7.1% |
| 9 | 31 | 6.3% |
| 7 | 30 | 6.1% |
| 4 | 27 | 5.5% |
| 3 | 10 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 492 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 132 | |
| 6 | 72 | |
| 8 | 56 | |
| 0 | 49 | 10.0% |
| 2 | 48 | 9.8% |
| 5 | 35 | 7.1% |
| 9 | 31 | 6.3% |
| 7 | 30 | 6.1% |
| 4 | 27 | 5.5% |
| 3 | 10 | 2.0% |
peak-rpm
Categorical
High correlation
| Distinct | 23 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
| 5500 | |
|---|---|
| 4800 | |
| 5000 | |
| 5200 | |
| 5400 | |
| Other values (18) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9701493 |
| Min length | 1 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 2.0% |
Sample
| 1st row | 5000 |
|---|---|
| 2nd row | 5000 |
| 3rd row | 5000 |
| 4th row | 5500 |
| 5th row | 5500 |
Common Values
| Value | Count | Frequency (%) |
| 5500 | 36 | |
| 4800 | 36 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 11 | 5.5% |
| 6000 | 9 | 4.5% |
| 5800 | 7 | 3.5% |
| 5250 | 7 | 3.5% |
| 4500 | 7 | 3.5% |
| 4150 | 5 | 2.5% |
| Other values (13) | 33 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 5500 | 36 | |
| 4800 | 36 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 11 | 5.5% |
| 6000 | 9 | 4.5% |
| 5800 | 7 | 3.5% |
| 5250 | 7 | 3.5% |
| 4500 | 7 | 3.5% |
| 4150 | 5 | 2.5% |
| Other values (13) | 33 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 410 | |
| 5 | 186 | |
| 4 | 83 | 10.4% |
| 8 | 43 | 5.4% |
| 2 | 38 | 4.8% |
| 6 | 15 | 1.9% |
| 1 | 8 | 1.0% |
| 3 | 5 | 0.6% |
| 7 | 4 | 0.5% |
| 9 | 4 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 798 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 410 | |
| 5 | 186 | |
| 4 | 83 | 10.4% |
| 8 | 43 | 5.4% |
| 2 | 38 | 4.8% |
| 6 | 15 | 1.9% |
| 1 | 8 | 1.0% |
| 3 | 5 | 0.6% |
| 7 | 4 | 0.5% |
| 9 | 4 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 798 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 410 | |
| 5 | 186 | |
| 4 | 83 | 10.4% |
| 8 | 43 | 5.4% |
| 2 | 38 | 4.8% |
| 6 | 15 | 1.9% |
| 1 | 8 | 1.0% |
| 3 | 5 | 0.6% |
| 7 | 4 | 0.5% |
| 9 | 4 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 798 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 410 | |
| 5 | 186 | |
| 4 | 83 | 10.4% |
| 8 | 43 | 5.4% |
| 2 | 38 | 4.8% |
| 6 | 15 | 1.9% |
| 1 | 8 | 1.0% |
| 3 | 5 | 0.6% |
| 7 | 4 | 0.5% |
| 9 | 4 | 0.5% |
city-mpg
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.179104 |
| Minimum | 13 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 19 |
| median | 24 |
| Q3 | 30 |
| 95-th percentile | 37 |
| Maximum | 49 |
| Range | 36 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.4232205 |
|---|---|
| Coefficient of variation (CV) | 0.25510123 |
| Kurtosis | 0.75396809 |
| Mean | 25.179104 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.68043347 |
| Sum | 5061 |
| Variance | 41.257761 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 31 | 28 | |
| 19 | 27 | |
| 24 | 22 | |
| 27 | 14 | 7.0% |
| 26 | 12 | 6.0% |
| 17 | 12 | 6.0% |
| 23 | 12 | 6.0% |
| 21 | 8 | 4.0% |
| 25 | 8 | 4.0% |
| 30 | 8 | 4.0% |
| Other values (19) | 50 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 14 | 2 | 1.0% |
| 15 | 3 | 1.5% |
| 16 | 5 | 2.5% |
| 17 | 12 | |
| 18 | 3 | 1.5% |
| 19 | 27 | |
| 20 | 3 | 1.5% |
| 21 | 8 | 4.0% |
| 22 | 4 | 2.0% |
| Value | Count | Frequency (%) |
| 49 | 1 | 0.5% |
| 47 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 38 | 5 | |
| 37 | 6 | |
| 36 | 1 | 0.5% |
| 35 | 1 | 0.5% |
| 34 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 32 | 1 | 0.5% |
highway-mpg
Real number (ℝ)
High correlation
| Distinct | 30 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.686567 |
| Minimum | 16 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 30 |
| Q3 | 34 |
| 95-th percentile | 42 |
| Maximum | 54 |
| Range | 38 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.8151499 |
|---|---|
| Coefficient of variation (CV) | 0.22208903 |
| Kurtosis | 0.56117114 |
| Mean | 30.686567 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.54950715 |
| Sum | 6168 |
| Variance | 46.446269 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 25 | 19 | 9.5% |
| 38 | 17 | 8.5% |
| 24 | 17 | 8.5% |
| 30 | 16 | 8.0% |
| 32 | 16 | 8.0% |
| 34 | 14 | 7.0% |
| 37 | 13 | 6.5% |
| 28 | 12 | 6.0% |
| 29 | 10 | 5.0% |
| 33 | 9 | 4.5% |
| Other values (20) | 58 |
| Value | Count | Frequency (%) |
| 16 | 2 | 1.0% |
| 17 | 1 | 0.5% |
| 18 | 2 | 1.0% |
| 19 | 2 | 1.0% |
| 20 | 2 | 1.0% |
| 22 | 7 | 3.5% |
| 23 | 7 | 3.5% |
| 24 | 17 | |
| 25 | 19 | |
| 26 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 54 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 50 | 1 | 0.5% |
| 47 | 2 | 1.0% |
| 46 | 2 | 1.0% |
| 43 | 2 | 1.0% |
| 42 | 3 | 1.5% |
| 41 | 3 | 1.5% |
| 39 | 2 | 1.0% |
| 38 | 17 |
price
Real number (ℝ)
High correlation
| Distinct | 186 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13207.129 |
| Minimum | 5118 |
|---|---|
| Maximum | 45400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 5118 |
|---|---|
| 5-th percentile | 6189 |
| Q1 | 7775 |
| median | 10295 |
| Q3 | 16500 |
| 95-th percentile | 32528 |
| Maximum | 45400 |
| Range | 40282 |
| Interquartile range (IQR) | 8725 |
Descriptive statistics
| Standard deviation | 7947.0663 |
|---|---|
| Coefficient of variation (CV) | 0.60172549 |
| Kurtosis | 3.2315369 |
| Mean | 13207.129 |
| Median Absolute Deviation (MAD) | 3306 |
| Skewness | 1.8096753 |
| Sum | 2654633 |
| Variance | 63155863 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8921 | 2 | 1.0% |
| 18150 | 2 | 1.0% |
| 8845 | 2 | 1.0% |
| 8495 | 2 | 1.0% |
| 7609 | 2 | 1.0% |
| 6692 | 2 | 1.0% |
| 6229 | 2 | 1.0% |
| 7957 | 2 | 1.0% |
| 7775 | 2 | 1.0% |
| 5572 | 2 | 1.0% |
| Other values (176) | 181 |
| Value | Count | Frequency (%) |
| 5118 | 1 | |
| 5151 | 1 | |
| 5195 | 1 | |
| 5348 | 1 | |
| 5389 | 1 | |
| 5399 | 1 | |
| 5499 | 1 | |
| 5572 | 2 | |
| 6095 | 1 | |
| 6189 | 1 |
| Value | Count | Frequency (%) |
| 45400 | 1 | |
| 41315 | 1 | |
| 40960 | 1 | |
| 37028 | 1 | |
| 36880 | 1 | |
| 36000 | 1 | |
| 35550 | 1 | |
| 35056 | 1 | |
| 34184 | 1 | |
| 34028 | 1 |
Interactions
Correlations
| aspiration | body-style | bore | city-mpg | compression-ratio | curb-weight | drive-wheels | engine-location | engine-size | engine-type | fuel-system | fuel-type | height | highway-mpg | length | make | num-of-cylinders | num-of-doors | peak-rpm | price | stroke | symboling | wheel-base | width | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| aspiration | 1.000 | 0.000 | 0.600 | 0.211 | 0.551 | 0.372 | 0.092 | 0.000 | 0.272 | 0.165 | 0.617 | 0.381 | 0.254 | 0.307 | 0.218 | 0.409 | 0.153 | 0.013 | 0.518 | 0.394 | 0.515 | 0.187 | 0.316 | 0.320 |
| body-style | 0.000 | 1.000 | 0.343 | 0.000 | 0.053 | 0.244 | 0.230 | 0.437 | 0.215 | 0.140 | 0.154 | 0.174 | 0.501 | 0.000 | 0.255 | 0.331 | 0.110 | 0.527 | 0.187 | 0.240 | 0.394 | 0.337 | 0.339 | 0.147 |
| bore | 0.600 | 0.343 | 1.000 | 0.503 | 0.641 | 0.471 | 0.475 | 0.902 | 0.695 | 0.744 | 0.690 | 0.741 | 0.554 | 0.457 | 0.519 | 0.626 | 0.553 | 0.142 | 0.604 | 0.451 | 0.753 | 0.442 | 0.590 | 0.480 |
| city-mpg | 0.211 | 0.000 | 0.503 | 1.000 | 0.476 | -0.806 | 0.381 | 0.112 | -0.722 | 0.245 | 0.304 | 0.403 | -0.080 | 0.969 | -0.661 | 0.360 | 0.447 | 0.000 | 0.358 | -0.831 | 0.424 | -0.022 | -0.484 | -0.673 |
| compression-ratio | 0.551 | 0.053 | 0.641 | 0.476 | 1.000 | -0.213 | 0.105 | 0.000 | -0.233 | 0.344 | 0.518 | 0.992 | 0.008 | 0.434 | -0.180 | 0.489 | 0.525 | 0.152 | 0.612 | -0.178 | 0.782 | 0.021 | -0.120 | -0.139 |
| curb-weight | 0.372 | 0.244 | 0.471 | -0.806 | -0.213 | 1.000 | 0.452 | 0.094 | 0.874 | 0.338 | 0.291 | 0.328 | 0.363 | -0.831 | 0.890 | 0.496 | 0.500 | 0.166 | 0.380 | 0.914 | 0.512 | -0.261 | 0.765 | 0.859 |
| drive-wheels | 0.092 | 0.230 | 0.475 | 0.381 | 0.105 | 0.452 | 1.000 | 0.125 | 0.467 | 0.440 | 0.386 | 0.085 | 0.381 | 0.424 | 0.410 | 0.605 | 0.314 | 0.056 | 0.385 | 0.443 | 0.544 | 0.265 | 0.412 | 0.411 |
| engine-location | 0.000 | 0.437 | 0.902 | 0.112 | 0.000 | 0.094 | 0.125 | 1.000 | 0.674 | 0.405 | 0.000 | 0.000 | 0.304 | 0.095 | 0.000 | 0.803 | 0.287 | 0.102 | 0.946 | 0.468 | 0.908 | 0.270 | 0.568 | 0.078 |
| engine-size | 0.272 | 0.215 | 0.695 | -0.722 | -0.233 | 0.874 | 0.467 | 0.674 | 1.000 | 0.559 | 0.330 | 0.151 | 0.209 | -0.717 | 0.780 | 0.524 | 0.664 | 0.062 | 0.574 | 0.828 | 0.749 | -0.182 | 0.646 | 0.763 |
| engine-type | 0.165 | 0.140 | 0.744 | 0.245 | 0.344 | 0.338 | 0.440 | 0.405 | 0.559 | 1.000 | 0.419 | 0.258 | 0.431 | 0.367 | 0.351 | 0.675 | 0.577 | 0.099 | 0.548 | 0.261 | 0.833 | 0.229 | 0.392 | 0.415 |
| fuel-system | 0.617 | 0.154 | 0.690 | 0.304 | 0.518 | 0.291 | 0.386 | 0.000 | 0.330 | 0.419 | 1.000 | 0.985 | 0.295 | 0.344 | 0.322 | 0.541 | 0.372 | 0.150 | 0.403 | 0.287 | 0.609 | 0.268 | 0.223 | 0.259 |
| fuel-type | 0.381 | 0.174 | 0.741 | 0.403 | 0.992 | 0.328 | 0.085 | 0.000 | 0.151 | 0.258 | 0.985 | 1.000 | 0.272 | 0.359 | 0.102 | 0.365 | 0.174 | 0.198 | 0.756 | 0.340 | 0.643 | 0.219 | 0.339 | 0.267 |
| height | 0.254 | 0.501 | 0.554 | -0.080 | 0.008 | 0.363 | 0.381 | 0.304 | 0.209 | 0.431 | 0.295 | 0.272 | 1.000 | -0.138 | 0.532 | 0.484 | 0.354 | 0.360 | 0.344 | 0.264 | 0.576 | -0.530 | 0.641 | 0.371 |
| highway-mpg | 0.307 | 0.000 | 0.457 | 0.969 | 0.434 | -0.831 | 0.424 | 0.095 | -0.717 | 0.367 | 0.344 | 0.359 | -0.138 | 1.000 | -0.689 | 0.401 | 0.521 | 0.131 | 0.370 | -0.827 | 0.447 | 0.050 | -0.531 | -0.692 |
| length | 0.218 | 0.255 | 0.519 | -0.661 | -0.180 | 0.890 | 0.410 | 0.000 | 0.780 | 0.351 | 0.322 | 0.102 | 0.532 | -0.689 | 1.000 | 0.501 | 0.371 | 0.236 | 0.367 | 0.810 | 0.468 | -0.404 | 0.913 | 0.890 |
| make | 0.409 | 0.331 | 0.626 | 0.360 | 0.489 | 0.496 | 0.605 | 0.803 | 0.524 | 0.675 | 0.541 | 0.365 | 0.484 | 0.401 | 0.501 | 1.000 | 0.549 | 0.178 | 0.533 | 0.370 | 0.732 | 0.455 | 0.513 | 0.553 |
| num-of-cylinders | 0.153 | 0.110 | 0.553 | 0.447 | 0.525 | 0.500 | 0.314 | 0.287 | 0.664 | 0.577 | 0.372 | 0.174 | 0.354 | 0.521 | 0.371 | 0.549 | 1.000 | 0.000 | 0.495 | 0.447 | 0.682 | 0.162 | 0.338 | 0.565 |
| num-of-doors | 0.013 | 0.527 | 0.142 | 0.000 | 0.152 | 0.166 | 0.056 | 0.102 | 0.062 | 0.099 | 0.150 | 0.198 | 0.360 | 0.131 | 0.236 | 0.178 | 0.000 | 1.000 | 0.473 | 0.000 | 0.220 | 0.479 | 0.290 | 0.126 |
| peak-rpm | 0.518 | 0.187 | 0.604 | 0.358 | 0.612 | 0.380 | 0.385 | 0.946 | 0.574 | 0.548 | 0.403 | 0.756 | 0.344 | 0.370 | 0.367 | 0.533 | 0.495 | 0.473 | 1.000 | 0.414 | 0.721 | 0.382 | 0.421 | 0.404 |
| price | 0.394 | 0.240 | 0.451 | -0.831 | -0.178 | 0.914 | 0.443 | 0.468 | 0.828 | 0.261 | 0.287 | 0.340 | 0.264 | -0.827 | 0.810 | 0.370 | 0.447 | 0.000 | 0.414 | 1.000 | 0.425 | -0.143 | 0.682 | 0.812 |
| stroke | 0.515 | 0.394 | 0.753 | 0.424 | 0.782 | 0.512 | 0.544 | 0.908 | 0.749 | 0.833 | 0.609 | 0.643 | 0.576 | 0.447 | 0.468 | 0.732 | 0.682 | 0.220 | 0.721 | 0.425 | 1.000 | 0.499 | 0.536 | 0.509 |
| symboling | 0.187 | 0.337 | 0.442 | -0.022 | 0.021 | -0.261 | 0.265 | 0.270 | -0.182 | 0.229 | 0.268 | 0.219 | -0.530 | 0.050 | -0.404 | 0.455 | 0.162 | 0.479 | 0.382 | -0.143 | 0.499 | 1.000 | -0.542 | -0.261 |
| wheel-base | 0.316 | 0.339 | 0.590 | -0.484 | -0.120 | 0.765 | 0.412 | 0.568 | 0.646 | 0.392 | 0.223 | 0.339 | 0.641 | -0.531 | 0.913 | 0.513 | 0.338 | 0.290 | 0.421 | 0.682 | 0.536 | -0.542 | 1.000 | 0.816 |
| width | 0.320 | 0.147 | 0.480 | -0.673 | -0.139 | 0.859 | 0.411 | 0.078 | 0.763 | 0.415 | 0.259 | 0.267 | 0.371 | -0.692 | 0.890 | 0.553 | 0.565 | 0.126 | 0.404 | 0.812 | 0.509 | -0.261 | 0.816 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | ? | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111 | 5000 | 21 | 27 | 13495 |
| 1 | 3 | ? | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111 | 5000 | 21 | 27 | 16500 |
| 2 | 1 | ? | alfa-romero | gas | std | two | hatchback | rwd | front | 94.5 | 171.2 | 65.5 | 52.4 | 2823 | ohcv | six | 152 | mpfi | 2.68 | 3.47 | 9.0 | 154 | 5000 | 19 | 26 | 16500 |
| 3 | 2 | 164 | audi | gas | std | four | sedan | fwd | front | 99.8 | 176.6 | 66.2 | 54.3 | 2337 | ohc | four | 109 | mpfi | 3.19 | 3.40 | 10.0 | 102 | 5500 | 24 | 30 | 13950 |
| 4 | 2 | 164 | audi | gas | std | four | sedan | 4wd | front | 99.4 | 176.6 | 66.4 | 54.3 | 2824 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.0 | 115 | 5500 | 18 | 22 | 17450 |
| 5 | 2 | ? | audi | gas | std | two | sedan | fwd | front | 99.8 | 177.3 | 66.3 | 53.1 | 2507 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | 15250 |
| 6 | 1 | 158 | audi | gas | std | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2844 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | 17710 |
| 7 | 1 | ? | audi | gas | std | four | wagon | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2954 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | 18920 |
| 8 | 1 | 158 | audi | gas | turbo | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.9 | 3086 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 8.3 | 140 | 5500 | 17 | 20 | 23875 |
| 9 | 2 | 192 | bmw | gas | std | two | sedan | rwd | front | 101.2 | 176.8 | 64.8 | 54.3 | 2395 | ohc | four | 108 | mpfi | 3.50 | 2.80 | 8.8 | 101 | 5800 | 23 | 29 | 16430 |
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 191 | -1 | 74 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3034 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 23 | 28 | 13415 |
| 192 | -2 | 103 | volvo | gas | std | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 2935 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 24 | 28 | 15985 |
| 193 | -1 | 74 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3042 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 24 | 28 | 16515 |
| 194 | -2 | 103 | volvo | gas | turbo | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 3045 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162 | 5100 | 17 | 22 | 18420 |
| 195 | -1 | 74 | volvo | gas | turbo | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3157 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162 | 5100 | 17 | 22 | 18950 |
| 196 | -1 | 95 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 2952 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 23 | 28 | 16845 |
| 197 | -1 | 95 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.8 | 55.5 | 3049 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 8.7 | 160 | 5300 | 19 | 25 | 19045 |
| 198 | -1 | 95 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3012 | ohcv | six | 173 | mpfi | 3.58 | 2.87 | 8.8 | 134 | 5500 | 18 | 23 | 21485 |
| 199 | -1 | 95 | volvo | diesel | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3217 | ohc | six | 145 | idi | 3.01 | 3.40 | 23.0 | 106 | 4800 | 26 | 27 | 22470 |
| 200 | -1 | 95 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3062 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 19 | 25 | 22625 |